connectivity_cola_6ep_ft-10-finetuned-lora-tweet_eval_irony

This model is a fine-tuned version of connectivity/cola_6ep_ft-10 on the tweet_eval dataset. It achieves the following results on the evaluation set:

• accuracy: 0.6639

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 0.0005
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 8

Training results

accuracy	train_loss	epoch
0.4838	None	0
0.5550	0.7889	0
0.5906	0.6812	1
0.5937	0.6547	2
0.6230	0.6154	3
0.6356	0.5924	4
0.6209	0.5728	5
0.6419	0.5640	6
0.6639	0.5495	7

Framework versions

• PEFT 0.8.2
• Transformers 4.37.2
• Pytorch 2.2.0
• Datasets 2.16.1
• Tokenizers 0.15.2